Why it matters
Unchecked agent autonomy is a cost and blast-radius problem, not just a safety one — this session is a live look at where permissioning and policy enforcement actually fail.
The tokenmaxxing angle
Every escalation, denial, and logged action in the 'Agent Gauntlet' carries a compute/API-call cost; the workshop's evidence trail is effectively a ledger of what unchecked autonomy spends.
From the organizers
Run by Kranthi Manchikanti with guest Aduek Ne-Sy near Kendall Square; agenda: 6pm networking, 6:30 'Agent Gauntlet' red-teaming, 8pm 'Surviving Production'; food sponsored by Aduek.